atnlp

torchtext-summary

torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.

ASR_baiduSpeechRecognize

调用百度语音识别API，Python SDK。并评估WER词错误率。

atnlp.github.io

text-classification

以imdb影评数据集为例，实践多种传统机器学习和神经网络用于文本分类。

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

Capsule4TextClassification

Sequence Encoding via Dynamic Routing for Text Classification

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In pytorch Learing Neural Networks likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

Data-Structures-and-Algorithms

Leetcode记录

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

MLDemo

This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.

OSS-Auto-Classification

Github project coarse-grained automatic classification

reproduced-ml-papers

Code implementation of some papers in the field of machine learning

text_classification

all kinds of text classificaiton models and more with deep learning